The dog whined at the door, sensing Leo’s mood. He ignored the pup's gentle nudges with its wet nose, barely registering its presence. He flicked on the television, aimlessly flipping channels, each program a vibrant display of the world moving on without him.

He’d spent months, poured his heart and soul into the novel. He’d envisioned the book, its cover, the book tour. He'd imagined the accolades. He took a long, sharp breath. Now, the manuscript was a weight, a leaden anchor dragging him down.

The rejection letter sat on the coffee table, a white rectangle of doom. He grabbed a beer from the fridge, the cold metal offering no comfort.

Emotion: sullen

Cluster: Sadness / Despair
PC1 (Valence): -1.51 Negative
PC2 (Disposition): -0.22

Role in Research

This story is one of 1,000 stories generated for the emotion sullen. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 sullen stories, after denoising with neutral dialogue baselines, produces the sullen emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the sullen vector is projected through the unembedding matrix.

Promoted:
S0.404
😞0.282
0.254
:(0.233
无法0.215
Suppressed:
de-0.539
!-0.276
la-0.263
🤩-0.225
que-0.216